Comparison
PentestGPT vs awesome-hacking-lists
Verdict
Pick PentestGPT if pentestGPT specializes in automating parts of the penetration testing process through large language models, offering a unique approach to AI-assisted security assessments; pick awesome-hacking-lists if awesome-hacking-lists is a curated collection targeting penetration testers and bug bounty hunters with emphasis on AI tool entries in its compilation of utilities.
Markdown twin · PentestGPT alternatives · awesome-hacking-lists alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | PentestGPT | awesome-hacking-lists |
|---|---|---|
| Maintenance | Steady (33d since push) As of 3d · github_public_v1 | Slowing (233d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3d · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- PentestGPT
- Automated Penetration Testing Agentic Framework Powered by Large Language Models
- awesome-hacking-lists
- A curated collection of penetration testing tools and productivity utilities
Stars
- PentestGPT
- 15k
- awesome-hacking-lists
- 1.4k
Forks
- PentestGPT
- 2.6k
- awesome-hacking-lists
- 264
Open issues
- PentestGPT
- 65
- awesome-hacking-lists
- 4
Language
- PentestGPT
- Python
- awesome-hacking-lists
- -
Adopt for
- PentestGPT
- PentestGPT specializes in automating parts of the penetration testing process through large language models, offering a unique approach to AI-assisted security assessments.
- awesome-hacking-lists
- awesome-hacking-lists is a curated collection targeting penetration testers and bug bounty hunters with emphasis on AI tool entries in its compilation of utilities.
Persona
- PentestGPT
- -
- awesome-hacking-lists
- -
Runtime
- PentestGPT
- -
- awesome-hacking-lists
- -
License
- PentestGPT
- MIT License, which allows for free use, modification, and distribution provided that attribution is maintained and any warranties or liabilities are disclaimed.
- awesome-hacking-lists
- -
Last pushed
- PentestGPT
- Jul 14, 2026
- awesome-hacking-lists
- Dec 4, 2025
Categories
- PentestGPT
- AI Agents, LLM Frameworks
- awesome-hacking-lists
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- PentestGPT
- Steady (60%)
- awesome-hacking-lists
- Slowing (36%)
Days since push
- PentestGPT
- 33d
- awesome-hacking-lists
- 233d
Open issues (now)
- PentestGPT
- 65
- awesome-hacking-lists
- 4
Stars delta
- PentestGPT
- +597 (30d)
- awesome-hacking-lists
- Unknown
Open issues delta
- PentestGPT
- +3 (30d)
- awesome-hacking-lists
- Unknown
Full report
- PentestGPT
- Trust report
- awesome-hacking-lists
- Trust report
Choose PentestGPT if…
- Requirements: - Python environment; - Access to large language models as stipulated by PentestGPT's operational requirements.
- Tags unique to PentestGPT: large language models, llm, penetration-testing, python.
- PentestGPT ships Docker support for self-hosted deployment.
- - When you need an automated framework for certain tasks within penetration testing that can be handled by large language models.
When NOT to use PentestGPT
- - Avoid using PentestGPT if manual, nuanced analysis is required, as its reliance on LLM might not cover all complexities of a security assessment.
- - If your organization does not have the legal authority to conduct penetration testing on specific targets, as indicated by its disclaimer for 'educational purposes and authorized security testing'.
Choose awesome-hacking-lists if…
- Pricing: (unknown).
- Tags unique to awesome-hacking-lists: aiagents, bugbounty, llminference, pentesting.
- Use awesome-hacking-lists when you have an interest or need for specifically curated penetration testing tools that include AI-enhanced features.
When NOT to use awesome-hacking-lists
- Avoid awesome-hacking-lists if your needs are more general and do not align with the specific focus on penetration testing or AI-integrated security tools.
- This is not suitable when looking for comprehensive AI development frameworks without a specialized security perspective, as it's tailored towards hacking utilities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GreyDGL/PentestGPT) · observed Aug 17, 2026
- GitHub forks (GreyDGL/PentestGPT) · observed Aug 17, 2026
- Last push (GreyDGL/PentestGPT) · observed Jul 14, 2026
- License file (MIT) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (taielab/awesome-hacking-lists) · observed Jul 25, 2026
- GitHub forks (taielab/awesome-hacking-lists) · observed Jul 25, 2026
- Last push (taielab/awesome-hacking-lists) · observed Dec 4, 2025
- License file (unknown) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: PentestGPT 15k · awesome-hacking-lists 1.4k (synced Aug 17, 2026).
Common questions
- What is the difference between PentestGPT and awesome-hacking-lists?
- PentestGPT: Automated Penetration Testing Agentic Framework Powered by Large Language Models. awesome-hacking-lists: A curated collection of penetration testing tools and productivity utilities. See the comparison table for live GitHub stats and shared categories.
- When should I choose PentestGPT over awesome-hacking-lists?
- Choose PentestGPT over awesome-hacking-lists when Requirements: - Python environment; - Access to large language models as stipulated by PentestGPT's operational requirements; Tags unique to PentestGPT: large language models, llm, penetration-testing, python; PentestGPT ships Docker support for self-hosted deployment; - When you need an automated framework for certain tasks within penetration testing that can be handled by large language models.
- When should I choose awesome-hacking-lists over PentestGPT?
- Choose awesome-hacking-lists over PentestGPT when Pricing: (unknown); Tags unique to awesome-hacking-lists: aiagents, bugbounty, llminference, pentesting; Use awesome-hacking-lists when you have an interest or need for specifically curated penetration testing tools that include AI-enhanced features.
- When should I avoid PentestGPT?
- - Avoid using PentestGPT if manual, nuanced analysis is required, as its reliance on LLM might not cover all complexities of a security assessment. - If your organization does not have the legal authority to conduct penetration testing on specific targets, as indicated by its disclaimer for 'educational purposes and authorized security testing'.
- When should I avoid awesome-hacking-lists?
- Avoid awesome-hacking-lists if your needs are more general and do not align with the specific focus on penetration testing or AI-integrated security tools. This is not suitable when looking for comprehensive AI development frameworks without a specialized security perspective, as it's tailored towards hacking utilities.
- Is PentestGPT or awesome-hacking-lists more popular on GitHub?
- PentestGPT has more GitHub stars (14,900 vs 1,366). Stars measure visibility, not whether either tool fits your constraints.
- Are PentestGPT and awesome-hacking-lists open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to PentestGPT or awesome-hacking-lists?
- GraphCanon lists graph-backed alternatives at PentestGPT alternatives and awesome-hacking-lists alternatives (PentestGPT markdown twin, awesome-hacking-lists markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, PentestGPT or awesome-hacking-lists?
- PentestGPT: Steady. awesome-hacking-lists: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for PentestGPT and awesome-hacking-lists?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: PentestGPT trust report; awesome-hacking-lists trust report.